--- title: Google Cloud Vision API Reviews meta_title: 'Google Cloud Vision API Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 99 reviews by the users' company size, role or industry to find out how Google Cloud Vision API works for a business like yours. aggregate_rating: rating_value: 4.4 review_count: 99 scale: '5' date_modified: '2026-08-08' parent_category: name: Deep Learning url: https://www.g2.com/categories/deep-learning --- # Google Cloud Vision API Reviews **Vendor:** Google **Category:** [Image Recognition Software](https://www.g2.com/categories/image-recognition) **Average Rating:** 4.4/5.0 **Total Reviews:** 99 ## About Google Cloud Vision API Detect and classify multiple objects, images, and more using Google Cloud's pre-trained Vision API or custom trained Vision AutoML. Google Cloud's Vision AI helps developers easily leverage the power of machine learning to understand images with industry-leading prediction accuracy. ## Google Cloud Vision API Reviews ### 1. Solid image analysis with simple integration possibilities **Rating:** 3.0/5.0 stars **Reviewed by:** Lionel T. | Head of Marketing & Growth, Mid-Market (51-1000 emp.) **Reviewed Date:** August 03, 2026 **What do you like best about Google Cloud Vision API?** I find the Google Cloud Vision API to be a solid solution for image analysis in the marketing tech stack. I particularly appreciate the easy integration. The REST API is well documented and can be quickly integrated into existing applications. This saves us time since we didn't have our own system for image analysis. **What do you dislike about Google Cloud Vision API?** I find that the costs at high volumes are a problem, as it quickly becomes expensive with larger quantities. I also think that batch processing could be more efficient. **What problems is Google Cloud Vision API solving and how is that benefiting you?** I use Google Cloud Vision API to automate manual image tagging and categorization as well as text extraction. The easy integration into our existing application saves us time since we don't need our own infrastructure. ### 2. Review from a newbie in tech **Rating:** 3.0/5.0 stars **Reviewed by:** apurv t. | Associate Planning and Scheduling, Small-Business (50 or fewer emp.) **Reviewed Date:** December 16, 2023 **What do you like best about Google Cloud Vision API?** the good machine learning models used in the api. **What do you dislike about Google Cloud Vision API?** Not very easy to if you are a beginner , too many drop down menues **What problems is Google Cloud Vision API solving and how is that benefiting you?** It has helped me create many image recognition projects. ### 3. Some labels beat no labels **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Religious Institutions | Small-Business (50 or fewer emp.) **Reviewed Date:** June 12, 2018 **What do you like best about Google Cloud Vision API?** the labels that appear under images makes finding some thing easier and allows me to sort by confidence in their results **What do you dislike about Google Cloud Vision API?** i hate that they fixate on one item in the phote, for example if an image is of a cat and dog, they might only label the dog **Recommendations to others considering Google Cloud Vision API:** it is very one directional so choose wisely **What problems is Google Cloud Vision API solving and how is that benefiting you?** i love being able to find the right images i need for series quickly and without exhaustively searching for them. ### 4. Enjoy the ease! **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Transportation/Trucking/Railroad | Enterprise (> 1000 emp.) **Reviewed Date:** June 18, 2018 **What do you like best about Google Cloud Vision API?** I love how you can scan an object, and it can figure out what the object is, or what it correlates to. **What do you dislike about Google Cloud Vision API?** How easily it can link whatever object you scan to something completely different dependent upon what else is in the image. **What problems is Google Cloud Vision API solving and how is that benefiting you?** It provides ease of access to locating where on the warehouse floor something may be. - [View Google Cloud Vision API pricing details and edition comparison](https://www.g2.com/products/google-cloud-vision-api/reviews?filters%5Bnps_score%5D%5B%5D=3§ion=pricing&secure%5Bexpires_at%5D=2026-08-08+19%3A27%3A34+-0500&secure%5Bsession_id%5D=6b593625-e2ca-48b4-b6cf-5503138f29bb&secure%5Btoken%5D=accf2c7e289a1c780d9046b576ba2941de75a437ef8c79b5b4cb979c492217e5&format=llm_user) ## Google Cloud Vision API Integrations - [Colaboratory for G Suite](https://www.g2.com/products/colaboratory-for-g-suite/reviews) - [Glide](https://www.g2.com/products/glide-practice-solutions-ltd-glide/reviews) - [Google Cloud Translation API](https://www.g2.com/products/google-cloud-translation-api/reviews) - [Google Maps Platform](https://www.g2.com/products/google-maps-platform/reviews) - [Jupiter](https://www.g2.com/products/jupiter-ed-jupiter/reviews) - [OutSystems](https://www.g2.com/products/outsystems/reviews) - [Python](https://www.g2.com/products/python/reviews) ## Google Cloud Vision API Features **Additional Functionality** - Tagging - Natural Language Processing - Data Extraction - Multi-Language - Predictive Analytics - Drag & Drop - Speech Recognition - Reporting/Analytics - Data Storage Management - Virtual Personal Assistant (VPA) - AI Copilot - Customer Segmentation - Collaboration Tools - Data Import/Export - Generative AI - For eCommerce - Role-Based Permissions - Customizable Branding - Search/Filter - Monitoring - Document Management - API - Data Visualization - Trend Analysis - Machine Learning - Access Controls/Permissions - Alerts/Escalation - Performance Metrics - Real-Time Data - Third-Party Integrations - Mobile App - Multiple Data Sources - For Sales Teams/Organizations - Sentiment Analysis - Activity Dashboard - Chatbot - Workflow Automation **Additional Functionality** - No-Code - Search/Filter - Data Import/Export - Data Visualization - Activity Dashboard - Workflow Management - Quality Control - Third-Party Integrations - Model Training - Multi-Language - Data Profiling - Visualization - Data Capture and Transfer - Predictive Analytics - Performance Metrics - Image Recognition - Version Control - Neural Network Modeling - Generative AI - Synchronous Learning - Natural Language Processing - Monitoring - Data Transformation - Customizable Reports - Voice Recognition - Performance Management - Compliance Management - Troubleshooting - Content Management - Asynchronous Learning - Real-Time Reporting - API - Artificial Neural Networks - AI Copilot - ML Algorithm Library - Real-Time Data - Collaboration Tools - Self-paced Learning - Data Extraction - Configuration Management - Data Security - Visual Analytics - Activity Tracking - Continuous Delivery - Document Classification - Image Analysis - Progress Tracking - Reporting & Statistics - Real-Time Monitoring **Recognition Type** - Emotion Detection - Object Detection - Text Detection - Motion Analysis - Scene Reconstruction - Logo Detection - Explicit Content Detection - Video Detection - Multiple Data Sources - Analytics **Facial Recognition** - Facial Analysis - Face Comparison **Labeling** - Model Training - Bounding Boxes - Custom Image Detection - Reverse Image Search **Deployment** - Integrations **Additional Functionality** - Image Classification - Image Segmentation - Generative AI - Optical Character Recognition - Barcode Recognition - Catalog Management - Workflow Management - Natural Language Processing - Data Management - Video Search - Text Extraction - Content Import/Export - Facial Recognition - API - Product Search - Product Recommendations - Automated Image & Video Editing - Dashboard - AI Copilot - Image Query - Pose Estimation - Image Tagging - Annotations - Intellectual Property Protection - Photo Capture - AI/Machine Learning - Mobile App - Data Retrieval - Search/Filter - Image Recognition - Customer Activity Tracking ## Top Google Cloud Vision API Alternatives - [Clarifai](https://www.g2.com/products/clarifai/reviews) - 4.3/5.0 (68 reviews) - [Microsoft Computer Vision API](https://www.g2.com/products/microsoft-computer-vision-api/reviews) - 4.1/5.0 (49 reviews) - [OpenCV](https://www.g2.com/products/opencv/reviews) - 4.5/5.0 (40 reviews)